Problems Encountered   

The price listing in the Google Places API was giving issues. I could not retrieve the price listing for most places and hence could not go ahead with the division of restaurants by price category. 

References

https://developers.google.com/places/web-service/intro
https://github.com/slimkrazy/python-google-places